Harmonic Refinement: A Mathematical Framework for Understanding Complex Systems
Year: 2025
Type: article
Abstract: We present a novel mathematical framework for understanding anddescribing the intricate relationships between chaotic and cohesive forcesin complex systems. Our framework, termed harmonic refinement, inte-grates concepts from unification theory, logical cohesion, and non-lineartransformation to provide a robust foundation for analyzing and refiningcomplex systems. We derive a harmonic refinement equation and intro-duce refinement metrics to quantify the effectiveness of harmonic refine-ment. Our framework has far-reaching implications for complex systemgovernance, system optimization, and emergent property analysis.
Author: Sambey, Stanley Everett
Language: English
Topic: Complex Systems and Dynamics
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6893201337
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